.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1103
obj = -1.463646, rho = -0.324476
nSV = 1438, nBSV = 1438
....
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1095
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1111
obj = -1.450658, rho = -0.325477
nSV = 1438, nBSV = 1438
Warning: using -h 0 may be faster
*obj = -1.462666, rho = -0.325532
nSV = 1450, nBSV = 1450
optimization finished, #iter = 1110
obj = -1.468013, rho = -0.325201
nSV = 1446, nBSV = 1446
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1111
obj = -1.481792, rho = -0.325563
nSV = 1454, nBSV = 1454
.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1120
.obj = -1.487925, rho = -0.325715
nSV = 1452, nBSV = 1452
.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1111
obj = -1.472229, rho = -0.326717
nSV = 1454, nBSV = 1454
.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1108
obj = -1.462636, rho = -0.324253
nSV = 1444, nBSV = 1444
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1108
obj = -1.474819, rho = -0.328993
nSV = 1466, nBSV = 1466
.*
optimization finished, #iter = 510
obj = -0.510583, rho = -0.337970
nSV = 627, nBSV = 624
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1111
obj = -1.468520, rho = -0.325974
nSV = 1456, nBSV = 1456
*
optimization finished, #iter = 497
obj = -0.498536, rho = -0.337768
nSV = 606, nBSV = 606
*
optimization finished, #iter = 510
obj = -0.508828, rho = -0.336354
nSV = 621, nBSV = 619
*
optimization finished, #iter = 510
obj = -0.501838, rho = -0.336550
nSV = 617, nBSV = 614
*
optimization finished, #iter = 493
obj = -0.498506, rho = -0.339346
nSV = 614, nBSV = 614
*
optimization finished, #iter = 500
obj = -0.488937, rho = -0.341242
nSV = 604, nBSV = 604
*
optimization finished, #iter = 513
obj = -0.496468, rho = -0.335430
nSV = 604, nBSV = 601
*
optimization finished, #iter = 501
obj = -0.499688, rho = -0.338540
nSV = 612, nBSV = 612
*
optimization finished, #iter = 253
obj = -0.274006, rho = -0.356846
nSV = 435, nBSV = 429
*
optimization finished, #iter = 499
obj = -0.494124, rho = -0.336779
nSV = 608, nBSV = 608
*
optimization finished, #iter = 247
obj = -0.264562, rho = -0.352545
nSV = 425, nBSV = 419
*
optimization finished, #iter = 251
obj = -0.265863, rho = -0.348124
nSV = 421, nBSV = 417
*
optimization finished, #iter = 502
obj = -0.497957, rho = -0.335812
nSV = 613, nBSV = 611
*
optimization finished, #iter = 251
obj = -0.266630, rho = -0.351611
nSV = 428, nBSV = 422
*
optimization finished, #iter = 252
obj = -0.261688, rho = -0.354702
nSV = 427, nBSV = 419
*
optimization finished, #iter = 262
obj = -0.266561, rho = -0.351533
nSV = 433, nBSV = 428
*
optimization finished, #iter = 262
obj = -0.271855, rho = -0.352938
nSV = 443, nBSV = 436
*
optimization finished, #iter = 249
obj = -0.262970, rho = -0.353176
nSV = 428, nBSV = 424
*
optimization finished, #iter = 249
obj = -0.267444, rho = -0.351334
nSV = 433, nBSV = 426
*
optimization finished, #iter = 244
obj = -0.266746, rho = -0.354738
nSV = 427, nBSV = 421
*
optimization finished, #iter = 251
obj = -0.269414, rho = -0.359860
nSV = 414, nBSV = 394
*
optimization finished, #iter = 256
obj = -0.275997, rho = -0.357632
nSV = 421, nBSV = 397
*
optimization finished, #iter = 261
obj = -0.273073, rho = -0.357131
nSV = 416, nBSV = 394
*
optimization finished, #iter = 273
obj = -0.277697, rho = -0.362180
nSV = 430, nBSV = 406
*
optimization finished, #iter = 259
obj = -0.277492, rho = -0.359869
nSV = 428, nBSV = 404
*
optimization finished, #iter = 261
obj = -0.273198, rho = -0.362624
nSV = 425, nBSV = 401
*
optimization finished, #iter = 263
obj = -0.267990, rho = -0.361797
nSV = 422, nBSV = 395
*
optimization finished, #iter = 254
obj = -0.272911, rho = -0.358676
nSV = 420, nBSV = 398
*
optimization finished, #iter = 259
obj = -0.270906, rho = -0.360268
nSV = 415, nBSV = 396
*
optimization finished, #iter = 261
obj = -0.271329, rho = -0.358869
nSV = 424, nBSV = 401
*
optimization finished, #iter = 332
obj = -0.426746, rho = -0.373948
nSV = 546, nBSV = 486
*
optimization finished, #iter = 314
obj = -0.416846, rho = -0.372208
nSV = 532, nBSV = 479
*
optimization finished, #iter = 318
obj = -0.426335, rho = -0.372414
nSV = 529, nBSV = 474
*
optimization finished, #iter = 306
obj = -0.419990, rho = -0.373260
nSV = 527, nBSV = 473
*
optimization finished, #iter = 313
obj = -0.423256, rho = -0.371785
nSV = 535, nBSV = 480
*
optimization finished, #iter = 317
obj = -0.428845, rho = -0.373725
nSV = 539, nBSV = 487
*
optimization finished, #iter = 311
obj = -0.419347, rho = -0.376486
nSV = 527, nBSV = 482
*
optimization finished, #iter = 312
obj = -0.423435, rho = -0.373441
nSV = 530, nBSV = 479
*
optimization finished, #iter = 319
obj = -0.420396, rho = -0.372488
nSV = 533, nBSV = 481
*
optimization finished, #iter = 312
obj = -0.415093, rho = -0.372888
nSV = 526, nBSV = 472
*
optimization finished, #iter = 373
obj = -0.543907, rho = -0.379507
nSV = 647, nBSV = 580
*
optimization finished, #iter = 387
obj = -0.552731, rho = -0.378834
nSV = 646, nBSV = 573
*
optimization finished, #iter = 388
obj = -0.557790, rho = -0.381246
nSV = 658, nBSV = 596
*
optimization finished, #iter = 386
obj = -0.542286, rho = -0.379888
nSV = 638, nBSV = 570
*
optimization finished, #iter = 404
obj = -0.558065, rho = -0.380964
nSV = 659, nBSV = 587
*
optimization finished, #iter = 389
obj = -0.550958, rho = -0.380226
nSV = 662, nBSV = 585
*
optimization finished, #iter = 377
obj = -0.551317, rho = -0.381702
nSV = 646, nBSV = 581
*
optimization finished, #iter = 392
obj = -0.545092, rho = -0.380999
nSV = 645, nBSV = 570
*
optimization finished, #iter = 387
obj = -0.546694, rho = -0.379935
nSV = 647, nBSV = 577
*
optimization finished, #iter = 267
obj = -2.317302, rho = -0.442589
nSV = 425, nBSV = 419
*
optimization finished, #iter = 258
obj = -2.236913, rho = -0.436204
nSV = 406, nBSV = 401
*
optimization finished, #iter = 510
obj = -4.852408, rho = -0.343128
nSV = 601, nBSV = 599
*
optimization finished, #iter = 522
obj = -4.835956, rho = -0.338642
nSV = 588, nBSV = 588
*
optimization finished, #iter = 522
obj = -4.758874, rho = -0.336792
nSV = 590, nBSV = 588
*
optimization finished, #iter = 525
obj = -4.974817, rho = -0.342755
nSV = 614, nBSV = 611
*
optimization finished, #iter = 262
obj = -2.236312, rho = -0.441505
nSV = 413, nBSV = 409
*
optimization finished, #iter = 516
obj = -4.810248, rho = -0.339991
nSV = 594, nBSV = 594
*
optimization finished, #iter = 388
obj = -0.544754, rho = -0.383938
nSV = 652, nBSV = 575
*
optimization finished, #iter = 269
obj = -2.199047, rho = -0.443960
nSV = 408, nBSV = 403
*
optimization finished, #iter = 265
obj = -2.259902, rho = -0.434272
nSV = 418, nBSV = 415
*
optimization finished, #iter = 253
obj = -2.242809, rho = -0.434212
nSV = 412, nBSV = 408
*
optimization finished, #iter = 269
obj = -2.232987, rho = -0.439116
nSV = 418, nBSV = 410
*
optimization finished, #iter = 261
obj = -2.308076, rho = -0.440123
nSV = 428, nBSV = 419
*
optimization finished, #iter = 503
obj = -4.852050, rho = -0.343142
nSV = 596, nBSV = 594
*
optimization finished, #iter = 519
obj = -4.959608, rho = -0.339967
nSV = 609, nBSV = 607
*
optimization finished, #iter = 276
obj = -1.474786, rho = -0.396544
nSV = 355, nBSV = 340
*
optimization finished, #iter = 260
obj = -2.197627, rho = -0.434588
nSV = 410, nBSV = 402
*
optimization finished, #iter = 290
obj = -1.513555, rho = -0.400913
nSV = 371, nBSV = 353
*
optimization finished, #iter = 518
obj = -4.849325, rho = -0.339949
nSV = 602, nBSV = 602
*
optimization finished, #iter = 511
obj = -4.865294, rho = -0.342652
nSV = 600, nBSV = 600
*
optimization finished, #iter = 268
obj = -1.437815, rho = -0.398990
nSV = 351, nBSV = 334
*
optimization finished, #iter = 524
obj = -4.891607, rho = -0.338557
nSV = 605, nBSV = 603
*
optimization finished, #iter = 279
obj = -1.458444, rho = -0.398487
nSV = 351, nBSV = 334
*
optimization finished, #iter = 351
obj = -1.077935, rho = -0.360476
nSV = 290, nBSV = 245
*
optimization finished, #iter = 269
obj = -1.460408, rho = -0.397505
nSV = 358, nBSV = 342
*
optimization finished, #iter = 280
obj = -1.427558, rho = -0.399358
nSV = 345, nBSV = 326
*
optimization finished, #iter = 264
obj = -2.240030, rho = -0.443600
nSV = 420, nBSV = 413
*
optimization finished, #iter = 244
obj = -1.464350, rho = -0.396342
nSV = 349, nBSV = 334
*
optimization finished, #iter = 330
obj = -1.063557, rho = -0.359485
nSV = 290, nBSV = 244
*
optimization finished, #iter = 264
obj = -1.510425, rho = -0.397814
nSV = 361, nBSV = 346
*
optimization finished, #iter = 411
obj = -1.081737, rho = -0.361101
nSV = 284, nBSV = 240
*
optimization finished, #iter = 354
obj = -1.089235, rho = -0.360696
nSV = 292, nBSV = 255
*
optimization finished, #iter = 340
obj = -1.071645, rho = -0.360787
nSV = 281, nBSV = 241
*
optimization finished, #iter = 278
obj = -1.443044, rho = -0.401066
nSV = 352, nBSV = 335
*
optimization finished, #iter = 340
obj = -1.093079, rho = -0.359516
nSV = 292, nBSV = 250
*
optimization finished, #iter = 276
obj = -1.459918, rho = -0.396746
nSV = 354, nBSV = 336
*
optimization finished, #iter = 497
obj = -0.983314, rho = -0.367503
nSV = 296, nBSV = 174
*
optimization finished, #iter = 482
obj = -0.965048, rho = -0.366625
nSV = 293, nBSV = 171
*
optimization finished, #iter = 341
obj = -1.113406, rho = -0.359515
nSV = 293, nBSV = 249
*
optimization finished, #iter = 343
obj = -1.067224, rho = -0.359857
nSV = 285, nBSV = 242
*
optimization finished, #iter = 342
obj = -1.063808, rho = -0.359925
nSV = 285, nBSV = 239
*
optimization finished, #iter = 381
obj = -1.067656, rho = -0.358636
nSV = 290, nBSV = 246
*
optimization finished, #iter = 495
obj = -0.995497, rho = -0.367775
nSV = 298, nBSV = 171
*
optimization finished, #iter = 649
obj = -1.140802, rho = -0.371631
nSV = 339, nBSV = 127
*
optimization finished, #iter = 316
obj = -23.293925, rho = -0.648578
nSV = 427, nBSV = 421
*
optimization finished, #iter = 541
obj = -0.986870, rho = -0.367572
nSV = 305, nBSV = 175
*
optimization finished, #iter = 716
obj = -1.138343, rho = -0.372666
nSV = 345, nBSV = 132
*
optimization finished, #iter = 475
obj = -1.008818, rho = -0.367500
nSV = 300, nBSV = 179
*
optimization finished, #iter = 295
obj = -22.093758, rho = -0.655216
nSV = 414, nBSV = 408
*
optimization finished, #iter = 312
obj = -22.109594, rho = -0.652791
nSV = 410, nBSV = 404
*
optimization finished, #iter = 377
obj = -15.263912, rho = -0.659622
nSV = 370, nBSV = 358
*
optimization finished, #iter = 478
obj = -0.984249, rho = -0.365942
nSV = 297, nBSV = 174
*
optimization finished, #iter = 362
obj = -15.060874, rho = -0.671414
nSV = 376, nBSV = 367
*
optimization finished, #iter = 489
obj = -0.993953, rho = -0.367436
nSV = 299, nBSV = 173
*
optimization finished, #iter = 531
obj = -0.984332, rho = -0.367767
*nSV = 297, nBSV = 167
optimization finished, #iter = 304
obj = -22.745007, rho = -0.647209
nSV = 422, nBSV = 416
*
optimization finished, #iter = 718
obj = -1.131764, rho = -0.371926
nSV = 337, nBSV = 126
*
optimization finished, #iter = 637
obj = -1.139698, rho = -0.370886
nSV = 327, nBSV = 127
*
optimization finished, #iter = 313
obj = -22.494278, rho = -0.645674
nSV = 420, nBSV = 412
*
optimization finished, #iter = 312
obj = -23.211450, rho = -0.659395
nSV = 427, nBSV = 421
*
optimization finished, #iter = 372
obj = -15.156937, rho = -0.657676
nSV = 376, nBSV = 363
*
optimization finished, #iter = 508
obj = -0.981855, rho = -0.366995
nSV = 296, nBSV = 171
*
optimization finished, #iter = 314
obj = -22.482080, rho = -0.648772
nSV = 410, nBSV = 404
*
optimization finished, #iter = 535
obj = -0.991780, rho = -0.365616
nSV = 301, nBSV = 170
*
optimization finished, #iter = 671
obj = -1.124870, rho = -0.372196
nSV = 333, nBSV = 127
*
optimization finished, #iter = 385
obj = -15.075611, rho = -0.664930
nSV = 374, nBSV = 363
*
optimization finished, #iter = 666
obj = -1.112458, rho = -0.371123
nSV = 333, nBSV = 129
*
optimization finished, #iter = 294
obj = -22.463901, rho = -0.654999
nSV = 414, nBSV = 408
*
optimization finished, #iter = 721
obj = -1.148453, rho = -0.372086
nSV = 342, nBSV = 126
**
optimization finished, #iter = 349
optimization finished, #iter = 403
obj = -15.748325, rho = -0.669452
obj = -14.972779, rho = -0.688794
nSV = 388, nBSV = 378
nSV = 384, nBSV = 369
*
optimization finished, #iter = 289
obj = -22.494887, rho = -0.609187
nSV = 416, nBSV = 409
**
optimization finished, #iter = 359
obj = -14.797170, rho = -0.672167
nSV = 375, nBSV = 361
optimization finished, #iter = 637
obj = -1.124583, rho = -0.372161
nSV = 340, nBSV = 135
*
optimization finished, #iter = 708
obj = -10.893092, rho = -0.411110
nSV = 310, nBSV = 289
*
optimization finished, #iter = 655
obj = -1.149857, rho = -0.372222
nSV = 339, nBSV = 133
*
optimization finished, #iter = 313
obj = -22.432615, rho = -0.637931
nSV = 420, nBSV = 412
*
optimization finished, #iter = 393
obj = -15.339299, rho = -0.642415
nSV = 375, nBSV = 362
*
optimization finished, #iter = 540
obj = -10.527128, rho = -0.414038
nSV = 297, nBSV = 273
**
optimization finished, #iter = 377
obj = -15.774116, rho = -0.665706
nSV = 383, nBSV = 371
optimization finished, #iter = 685
obj = -1.122288, rho = -0.371004
nSV = 336, nBSV = 123
*
optimization finished, #iter = 592
obj = -10.423611, rho = -0.414606
nSV = 285, nBSV = 268
*
optimization finished, #iter = 390
obj = -15.045847, rho = -0.688430
nSV = 384, nBSV = 372
*
optimization finished, #iter = 699
obj = -10.788471, rho = -0.420705
nSV = 305, nBSV = 283
*.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1723
obj = -6.125348, rho = -0.368290
nSV = 260, nBSV = 189
*.*
optimization finished, #iter = 667
obj = -11.091288, rho = -0.413109
nSV = 307, nBSV = 285
.*
optimization finished, #iter = 2090
obj = -2.725640, rho = -0.369352
nSV = 255, nBSV = 85
*.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1345
obj = -5.957202, rho = -0.370751
nSV = 247, nBSV = 186
*.*.*
optimization finished, #iter = 1812
obj = -2.837166, rho = -0.370277
nSV = 249, nBSV = 85
*
optimization finished, #iter = 605
obj = -10.450417, rho = -0.409345
nSV = 293, nBSV = 273
*.*
optimization finished, #iter = 1651
obj = -2.011133, rho = -0.373328
nSV = 289, nBSV = 32
*.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1788
obj = -2.958236, rho = -0.371088
nSV = 259, nBSV = 94
*
optimization finished, #iter = 666
obj = -10.791890, rho = -0.410281
nSV = 294, nBSV = 270
.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1997
obj = -1.973988, rho = -0.375253
nSV = 294, nBSV = 39
*
optimization finished, #iter = 573
obj = -10.722619, rho = -0.411062
nSV = 300, nBSV = 273
*.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1363
obj = -6.071466, rho = -0.366508
nSV = 252, nBSV = 190
*.*.*
optimization finished, #iter = 1572
obj = -5.956591, rho = -0.369005
nSV = 256, nBSV = 189
*..*
optimization finished, #iter = 2048
obj = -2.748981, rho = -0.373672
nSV = 270, nBSV = 92
*.*
optimization finished, #iter = 1334
obj = -5.997140, rho = -0.369017
nSV = 255, nBSV = 191
*.*.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1885
obj = -2.825156, rho = -0.370093
nSV = 260, nBSV = 90
*
optimization finished, #iter = 1575
obj = -2.012971, rho = -0.373887
nSV = 297, nBSV = 35
*
optimization finished, #iter = 639
obj = -10.605243, rho = -0.412103
nSV = 295, nBSV = 277
*
optimization finished, #iter = 651
obj = -10.599453, rho = -0.412135
nSV = 300, nBSV = 276
*.*
optimization finished, #iter = 1732
obj = -2.824267, rho = -0.370911
nSV = 252, nBSV = 85
*.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1274
obj = -6.046943, rho = -0.373431
nSV = 253, nBSV = 192
*.*.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1563
obj = -5.954101, rho = -0.366737
nSV = 250, nBSV = 188
*
optimization finished, #iter = 1670
obj = -2.066341, rho = -0.373912
nSV = 292, nBSV = 43
*.*.*
optimization finished, #iter = 1920
obj = -2.920294, rho = -0.371329
nSV = 259, nBSV = 94
*.*.*.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1654
obj = -6.189725, rho = -0.373729
nSV = 263, nBSV = 197
*
optimization finished, #iter = 533
obj = -172.721975, rho = -1.649370
nSV = 422, nBSV = 414
*
optimization finished, #iter = 1794
obj = -2.077562, rho = -0.375049
nSV = 295, nBSV = 42
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1826
obj = -2.811957, rho = -0.369939
nSV = 256, nBSV = 87
*
optimization finished, #iter = 612
obj = -164.260230, rho = -1.703016
nSV = 412, nBSV = 403
*.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1429
obj = -5.957973, rho = -0.372260
nSV = 251, nBSV = 185
*.*
optimization finished, #iter = 1767
obj = -1.941010, rho = -0.374525
nSV = 288, nBSV = 34
*.*.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1592
obj = -6.285300, rho = -0.373209
nSV = 257, nBSV = 192
*
optimization finished, #iter = 1935
obj = -2.085495, rho = -0.374843
nSV = 295, nBSV = 38
*
optimization finished, #iter = 551
obj = -168.275668, rho = -1.615648
nSV = 416, nBSV = 407
*
optimization finished, #iter = 551
obj = -162.353098, rho = -1.614624
nSV = 408, nBSV = 399
*.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1866
obj = -2.878577, rho = -0.368451
nSV = 257, nBSV = 91
*.*
optimization finished, #iter = 1600
obj = -2.731404, rho = -0.369501
nSV = 239, nBSV = 81
*
optimization finished, #iter = 532
obj = -172.975840, rho = -1.648652
nSV = 422, nBSV = 414
*.*
optimization finished, #iter = 1905
obj = -1.975816, rho = -0.374237
nSV = 295, nBSV = 42
*.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1038
obj = -124.709920, rho = -1.068489
nSV = 329, nBSV = 315
*.*
optimization finished, #iter = 1735
obj = -1.990729, rho = -0.376542
nSV = 304, nBSV = 39
*.*
optimization finished, #iter = 586
obj = -165.604000, rho = -1.685946
nSV = 423, nBSV = 413
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1757
obj = -2.025945, rho = -0.374225
nSV = 295, nBSV = 41
*
optimization finished, #iter = 542
obj = -166.713643, rho = -1.557494
nSV = 401, nBSV = 394
*.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1174
obj = -123.846364, rho = -1.042538
nSV = 338, nBSV = 325
*
optimization finished, #iter = 450
obj = -164.728115, rho = -1.667654
nSV = 409, nBSV = 400
....
Warning: using -h 0 may be faster
*.*
optimization finished, #iter = 4364
obj = -86.869363, rho = -0.441592
nSV = 282, nBSV = 252
.*.
Warning: using -h 0 may be faster
*..
Warning: using -h 0 may be faster
*.
optimization finished, #iter = 1223
obj = -123.615367, rho = -1.068294
nSV = 334, nBSV = 320
Warning: using -h 0 may be faster
*
optimization finished, #iter = 4916
obj = -85.823311, rho = -0.440036
nSV = 275, nBSV = 246
..
Warning: using -h 0 may be faster
*....*
optimization finished, #iter = 5203
obj = -85.351369, rho = -0.454288
nSV = 277, nBSV = 243
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1508
obj = -128.585127, rho = -1.106218
nSV = 352, nBSV = 335
*
optimization finished, #iter = 522
obj = -165.533517, rho = -1.470837
nSV = 407, nBSV = 400
.*
optimization finished, #iter = 546
obj = -165.191682, rho = -1.593941
nSV = 407, nBSV = 398
.*.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1426
obj = -123.406957, rho = -1.087858
nSV = 338, nBSV = 324
....
Warning: using -h 0 may be faster
*........*.*
optimization finished, #iter = 11658
obj = -39.209082, rho = -0.355525
nSV = 250, nBSV = 163
..
Warning: using -h 0 may be faster
*.....*
optimization finished, #iter = 10158
obj = -38.811405, rho = -0.352493
nSV = 243, nBSV = 159
*.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1153
obj = -125.105323, rho = -1.029168
nSV = 336, nBSV = 320
.*.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1418
obj = -121.675492, rho = -1.094662
nSV = 330, nBSV = 313
....
Warning: using -h 0 may be faster
.*.
Warning: using -h 0 may be faster
*...
Warning: using -h 0 may be faster
*
optimization finished, #iter = 5259
obj = -90.548363, rho = -0.442002
nSV = 283, nBSV = 258
Warning: using -h 0 may be faster
*
optimization finished, #iter = 4909
obj = -87.713034, rho = -0.445217
nSV = 282, nBSV = 247
.....*.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1269
obj = -120.165026, rho = -1.067118
nSV = 324, nBSV = 307
.
Warning: using -h 0 may be faster
Warning: using -h 0 may be faster
*.*.....
Warning: using -h 0 may be faster
*
optimization finished, #iter = 5051
obj = -84.157442, rho = -0.445494
nSV = 279, nBSV = 242
..
Warning: using -h 0 may be faster
*
optimization finished, #iter = 7765
obj = -9.321187, rho = -0.375904
nSV = 232, nBSV = 36
*......*.*
optimization finished, #iter = 9394
obj = -8.337857, rho = -0.377869
nSV = 244, nBSV = 33
..*.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1355
obj = -129.034607, rho = -1.062316
nSV = 346, nBSV = 325
.........
Warning: using -h 0 may be faster
*..*.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1259
obj = -121.816100, rho = -1.106802
nSV = 333, nBSV = 319
.
Warning: using -h 0 may be faster
.*......*.....*
optimization finished, #iter = 9629
obj = -38.972436, rho = -0.353851
nSV = 249, nBSV = 162
*
optimization finished, #iter = 11481
obj = -37.409831, rho = -0.353266
nSV = 255, nBSV = 159
....
Warning: using -h 0 may be faster
*....
Warning: using -h 0 may be faster
*
optimization finished, #iter = 5592
obj = -87.155684, rho = -0.453602
nSV = 274, nBSV = 246
.
Warning: using -h 0 may be faster
.*..
Warning: using -h 0 may be faster
*..
Warning: using -h 0 may be faster
*...
Warning: using -h 0 may be faster
*
optimization finished, #iter = 4436
obj = -88.068177, rho = -0.430494
nSV = 282, nBSV = 247
......*
optimization finished, #iter = 11020
obj = -38.197506, rho = -0.352704
nSV = 253, nBSV = 163
...
Warning: using -h 0 may be faster
.*..*.*
optimization finished, #iter = 9355
obj = -9.500683, rho = -0.376591
nSV = 246, nBSV = 37
.......
Warning: using -h 0 may be faster
*.*.*.....*
optimization finished, #iter = 8402
obj = -8.622574, rho = -0.376536
nSV = 242, nBSV = 34
*
optimization finished, #iter = 4660
obj = -3.944361, rho = -0.373740
nSV = 292, nBSV = 7
.
Warning: using -h 0 may be faster
.*....*
optimization finished, #iter = 9419
obj = -8.643499, rho = -0.377636
nSV = 247, nBSV = 34
*
optimization finished, #iter = 3304
obj = -2.839366, rho = -0.374953
nSV = 272, nBSV = 4
.......
Warning: using -h 0 may be faster
.*....
Warning: using -h 0 may be faster
**.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 4145
obj = -85.400034, rho = -0.429371
nSV = 274, nBSV = 241
....*
optimization finished, #iter = 9783
obj = -37.636531, rho = -0.356508
nSV = 253, nBSV = 158
...
Warning: using -h 0 may be faster
*...........*
optimization finished, #iter = 9758
obj = -39.395585, rho = -0.364586
nSV = 251, nBSV = 165
Warning: using -h 0 may be faster
*.
Warning: using -h 0 may be faster
Warning: using -h 0 may be faster
*.
Warning: using -h 0 may be faster
*..*......*
optimization finished, #iter = 9799
obj = -39.578521, rho = -0.363551
nSV = 254, nBSV = 166
....*
optimization finished, #iter = 4639
obj = -3.874577, rho = -0.374188
nSV = 286, nBSV = 5
*
optimization finished, #iter = 3940
obj = -3.947793, rho = -0.373371
nSV = 284, nBSV = 6
.*.*
optimization finished, #iter = 8872
obj = -8.866273, rho = -0.377112
nSV = 242, nBSV = 33
...
Warning: using -h 0 may be faster
*.......
Warning: using -h 0 may be faster
Warning: using -h 0 may be faster
*.
optimization finished, #iter = 1417
obj = -781.816868, rho = -3.120530
nSV = 414, nBSV = 402
*.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 3813
obj = -86.170624, rho = -0.446993
nSV = 277, nBSV = 246
*
optimization finished, #iter = 9166
obj = -8.816787, rho = -0.372518
nSV = 248, nBSV = 32
..*.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1583
obj = -742.809936, rho = -3.232852
nSV = 404, nBSV = 392
........
Warning: using -h 0 may be faster
Warning: using -h 0 may be faster
*.*.
Warning: using -h 0 may be faster
*..*.....*
optimization finished, #iter = 3633
obj = -4.017472, rho = -0.374594
nSV = 280, nBSV = 7
.*.
optimization finished, #iter = 3619
obj = -3.479355, rho = -0.374553
nSV = 284, nBSV = 4
.*.
optimization finished, #iter = 4031
obj = -4.022281, rho = -0.374554
nSV = 278, nBSV = 6
*.*
optimization finished, #iter = 9508
obj = -8.171188, rho = -0.374954
nSV = 249, nBSV = 30
.
Warning: using -h 0 may be faster
.*...*.
Warning: using -h 0 may be faster
Warning: using -h 0 may be faster
**
optimization finished, #iter = 1418
obj = -733.123433, rho = -3.059735
nSV = 399, nBSV = 388
optimization finished, #iter = 1121
.obj = -761.027911, rho = -2.944929
nSV = 400, nBSV = 386
*.*
optimization finished, #iter = 8468
obj = -40.794499, rho = -0.357721
nSV = 252, nBSV = 164
......
Warning: using -h 0 may be faster
*.
Warning: using -h 0 may be faster
*..
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1228
..obj = -782.964564, rho = -3.125813
nSV = 405, nBSV = 393
.*
optimization finished, #iter = 8485
obj = -37.855556, rho = -0.359777
nSV = 244, nBSV = 153
..*
optimization finished, #iter = 7799
obj = -8.834722, rho = -0.374902
nSV = 237, nBSV = 35
.
Warning: using -h 0 may be faster
.*..*
optimization finished, #iter = 3315
obj = -3.829564, rho = -0.376261
nSV = 293, nBSV = 6
.
Warning: using -h 0 may be faster
*....*
optimization finished, #iter = 4750
obj = -3.733763, rho = -0.374582
nSV = 279, nBSV = 6
Warning: using -h 0 may be faster
.*...*
optimization finished, #iter = 3486
obj = -3.979689, rho = -0.373805
nSV = 295, nBSV = 6
..
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1232
obj = -756.635008, rho = -3.025359
nSV = 395, nBSV = 383
.
Warning: using -h 0 may be faster
**.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1286
obj = -746.657563, rho = -3.254865
nSV = 408, nBSV = 394
..
Warning: using -h 0 may be faster
*..
Warning: using -h 0 may be faster
*.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 4797
obj = -564.576921, rho = -1.530398
nSV = 319, nBSV = 299
..*.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1472
obj = -745.589069, rho = -3.047800
nSV = 403, nBSV = 392
.*
optimization finished, #iter = 8465
obj = -9.159835, rho = -0.373104
nSV = 240, nBSV = 37
....
Warning: using -h 0 may be faster
*
optimization finished, #iter = 2926
obj = -565.211895, rho = -1.489009
nSV = 326, nBSV = 306
......
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1390
obj = -750.957974, rho = -2.833709
nSV = 401, nBSV = 389
..
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1440
obj = -747.132705, rho = -3.066507
nSV = 400, nBSV = 386
....
Warning: using -h 0 may be faster
*.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 4836
obj = -579.778145, rho = -1.525225
nSV = 338, nBSV = 316
...
Warning: using -h 0 may be faster
*...
Warning: using -h 0 may be faster
*
optimization finished, #iter = 4046
obj = -557.251350, rho = -1.494045
nSV = 320, nBSV = 302
...........
Warning: using -h 0 may be faster
...*.........
Warning: using -h 0 may be faster
.*
optimization finished, #iter = 17921
obj = -381.228061, rho = -0.377898
nSV = 278, nBSV = 235
*........*..*
optimization finished, #iter = 15437
obj = -379.602299, rho = -0.409936
nSV = 268, nBSV = 228
...
Warning: using -h 0 may be faster
*..........*
optimization finished, #iter = 16001
obj = -380.134737, rho = -0.369709
nSV = 267, nBSV = 226
................
Warning: using -h 0 may be faster
.*.....
Warning: using -h 0 may be faster
*..
Warning: using -h 0 may be faster
*
optimization finished, #iter = 3967
obj = -549.478186, rho = -1.529538
nSV = 314, nBSV = 295
........
Warning: using -h 0 may be faster
*.....
Warning: using -h 0 may be faster
*
optimization finished, #iter = 4917
obj = -565.779132, rho = -1.504186
nSV = 326, nBSV = 305
.....*........*....................*....*
optimization finished, #iter = 17430
obj = -17.818197, rho = -0.375401
nSV = 245, nBSV = 13
..........*......
Warning: using -h 0 may be faster
.....*
optimization finished, #iter = 17633
obj = -20.013562, rho = -0.376532
nSV = 238, nBSV = 15
.....
Warning: using -h 0 may be faster
*.*..
Warning: using -h 0 may be faster
.*
optimization finished, #iter = 3672
obj = -557.243302, rho = -1.479429
nSV = 319, nBSV = 300
.*
optimization finished, #iter = 51272
obj = -147.154800, rho = -0.324166
nSV = 242, nBSV = 133
.......*.......................
Warning: using -h 0 may be faster
*
optimization finished, #iter = 3894
obj = -583.265444, rho = -1.485609
nSV = 326, nBSV = 307
.........
Warning: using -h 0 may be faster
*.............*.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 17624
obj = -387.508775, rho = -0.411724
nSV = 273, nBSV = 232
..................
Warning: using -h 0 may be faster
.*........*.....
Warning: using -h 0 may be faster
.*...*
optimization finished, #iter = 52273
.obj = -151.360961, rho = -0.332503
nSV = 245, nBSV = 138
.....
Warning: using -h 0 may be faster
.....*
optimization finished, #iter = 18236
obj = -370.671603, rho = -0.401884
nSV = 270, nBSV = 230
......*.*
optimization finished, #iter = 18735
Warning: using -h 0 may be faster
obj = -398.666117, rho = -0.399230
nSV = 274, nBSV = 239
*..
Warning: using -h 0 may be faster
*
optimization finished, #iter = 4454
obj = -541.985879, rho = -1.480543
nSV = 308, nBSV = 289
.............*..............
Warning: using -h 0 may be faster
*.*..*
optimization finished, #iter = 20021
obj = -20.273042, rho = -0.376711
nSV = 244, nBSV = 13
...............
Warning: using -h 0 may be faster
..*..*..*
optimization finished, #iter = 22004
obj = -18.529336, rho = -0.376776
nSV = 238, nBSV = 11
..*..
Warning: using -h 0 may be faster
*
optimization finished, #iter = 17577
obj = -17.836657, rho = -0.379399
nSV = 231, nBSV = 10
.....*
optimization finished, #iter = 6761
obj = -8.211409, rho = -0.375379
nSV = 294, nBSV = 3
.........
Warning: using -h 0 may be faster
*.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 3132
obj = -550.984679, rho = -1.527228
nSV = 317, nBSV = 297
.........................
Warning: using -h 0 may be faster
..*...............
Warning: using -h 0 may be faster
.*.*.....*
optimization finished, #iter = 15633
obj = -381.250157, rho = -0.410354
nSV = 267, nBSV = 228
..........
Warning: using -h 0 may be faster
*...................*
optimization finished, #iter = 18004
obj = -391.164242, rho = -0.386823
nSV = 280, nBSV = 240
.....................*
optimization finished, #iter = 6100
obj = -8.104388, rho = -0.375950
nSV = 285, nBSV = 3
....*..*..
Warning: using -h 0 may be faster
.*
optimization finished, #iter = 50004
.obj = -140.620124, rho = -0.332156
nSV = 250, nBSV = 127
........*...*.........
Warning: using -h 0 may be faster
..*.......*......*
optimization finished, #iter = 4343
obj = -4.238892, rho = -0.375709
nSV = 272, nBSV = 1
....*........*...............*.
optimization finished, #iter = 19387
obj = -19.453774, rho = -0.375698
nSV = 240, nBSV = 11
....*..............*
optimization finished, #iter = 22040
obj = -19.553129, rho = -0.378863
nSV = 234, nBSV = 12
...........*..*..
Warning: using -h 0 may be faster
...*.*
optimization finished, #iter = 44499
obj = -148.653846, rho = -0.318207
nSV = 243, nBSV = 125
........*.
optimization finished, #iter = 6550
obj = -8.275712, rho = -0.376678
nSV = 291, nBSV = 4
........................
Warning: using -h 0 may be faster
..*.*......*
optimization finished, #iter = 54505
obj = -143.886009, rho = -0.329159
nSV = 250, nBSV = 132
..*.*
optimization finished, #iter = 5210
obj = -8.253266, rho = -0.375243
nSV = 289, nBSV = 4
.....*.......
Warning: using -h 0 may be faster
*.*
optimization finished, #iter = 18561
obj = -14.031212, rho = -0.375167
nSV = 235, nBSV = 7
....
Warning: using -h 0 may be faster
...*..*....
Warning: using -h 0 may be faster
*
optimization finished, #iter = 17814
obj = -379.894165, rho = -0.360453
nSV = 270, nBSV = 234
............*
optimization finished, #iter = 6300
obj = -6.403978, rho = -0.374363
nSV = 286, nBSV = 2
*..........
Warning: using -h 0 may be faster
*..........*
optimization finished, #iter = 15226
obj = -378.120639, rho = -0.355292
nSV = 271, nBSV = 230
................
Warning: using -h 0 may be faster
..*............*..*
optimization finished, #iter = 19786
obj = -18.957277, rho = -0.373519
nSV = 230, nBSV = 12
*.......
Warning: using -h 0 may be faster
.*
optimization finished, #iter = 6573
obj = -7.735303, rho = -0.377177
nSV = 286, nBSV = 4
Warning: using -h 0 may be faster
*
optimization finished, #iter = 2271
obj = -1496.878480, rho = -3.267900
nSV = 395, nBSV = 382
*..................*
optimization finished, #iter = 6793
obj = -8.225162, rho = -0.376974
nSV = 292, nBSV = 4
.......................*..
Warning: using -h 0 may be faster
Warning: using -h 0 may be faster
*
optimization finished, #iter = 49164
obj = -145.198444, rho = -0.328296
nSV = 237, nBSV = 127
.*..*.
optimization finished, #iter = 5062
obj = -8.012554, rho = -0.377944
nSV = 294, nBSV = 4
.........
Warning: using -h 0 may be faster
*.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 2199
.obj = -1419.671101, rho = -3.426234
nSV = 383, nBSV = 370
..*.*............
Warning: using -h 0 may be faster
*
optimization finished, #iter = 1862
obj = -1456.486637, rho = -3.146674
nSV = 377, nBSV = 363
......................*
optimization finished, #iter = 46877
obj = -152.773153, rho = -0.346553
nSV = 248, nBSV = 137
..*.
Warning: using -h 0 may be faster
*.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 2125
obj = -1401.882575, rho = -3.328296
nSV = 381, nBSV = 367
*
optimization finished, #iter = 18176
obj = -19.667910, rho = -0.372951
nSV = 232, nBSV = 12
...........
Warning: using -h 0 may be faster
*..........
Warning: using -h 0 may be faster
*.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 2127
obj = -1500.364701, rho = -3.207050
nSV = 390, nBSV = 375
.........*....*........
Warning: using -h 0 may be faster
*.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 2145
obj = -1448.364398, rho = -3.210599
nSV = 373, nBSV = 359
..........*.
optimization finished, #iter = 11662
obj = -7.770484, rho = -0.375078
nSV = 290, nBSV = 2
....
Warning: using -h 0 may be faster
*...*
optimization finished, #iter = 8861
obj = -1093.315966, rho = -1.489447
nSV = 325, nBSV = 305
..*..
Warning: using -h 0 may be faster
*...
Warning: using -h 0 may be faster
*
optimization finished, #iter = 7436
obj = -1091.332876, rho = -1.558007
nSV = 313, nBSV = 290
....*
optimization finished, #iter = 43264
obj = -148.078302, rho = -0.342942
nSV = 245, nBSV = 132
Warning: using -h 0 may be faster
*.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 2348
obj = -1426.580234, rho = -3.433941
nSV = 385, nBSV = 373
.....
Warning: using -h 0 may be faster
*.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 2065
obj = -1427.837573, rho = -3.363091
nSV = 382, nBSV = 368
......
Warning: using -h 0 may be faster
*.
Warning: using -h 0 may be faster
.*
optimization finished, #iter = 2217
.obj = -1438.211060, rho = -3.174569
nSV = 380, nBSV = 364
............
Warning: using -h 0 may be faster
*.....
Warning: using -h 0 may be faster
*
optimization finished, #iter = 8257
obj = -1077.019569, rho = -1.481852
nSV = 311, nBSV = 293
...............*..............
Warning: using -h 0 may be faster
*..
Warning: using -h 0 may be faster
*...
Warning: using -h 0 may be faster
*
optimization finished, #iter = 8140
.obj = -1116.937668, rho = -1.501907
nSV = 332, nBSV = 312
*
optimization finished, #iter = 7004
.obj = -1076.212622, rho = -1.468752
nSV = 317, nBSV = 296
..
Warning: using -h 0 may be faster
*.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 2385
obj = -1429.693474, rho = -3.313559
nSV = 380, nBSV = 364
.
Warning: using -h 0 may be faster
.*......................*.
Warning: using -h 0 may be faster
.*
optimization finished, #iter = 33690
obj = -727.220429, rho = -0.309744
nSV = 273, nBSV = 236
..............*........*
optimization finished, #iter = 48194
obj = -145.895064, rho = -0.356052
nSV = 244, nBSV = 129
........................*....................................
Warning: using -h 0 may be faster
*...
Warning: using -h 0 may be faster
.*
optimization finished, #iter = 7271
obj = -1048.833270, rho = -1.474960
nSV = 302, nBSV = 284
...........
Warning: using -h 0 may be faster
*......
Warning: using -h 0 may be faster
.*
optimization finished, #iter = 7365
obj = -1062.041219, rho = -1.560079
nSV = 308, nBSV = 290
.......
Warning: using -h 0 may be faster
*.*...*
optimization finished, #iter = 47039
.obj = -154.752861, rho = -0.332239
nSV = 254, nBSV = 142
..
Warning: using -h 0 may be faster
*..............*.....*
optimization finished, #iter = 28058
obj = -726.522959, rho = -0.215324
nSV = 264, nBSV = 225
.
Warning: using -h 0 may be faster
*..*
optimization finished, #iter = 6233
obj = -1092.614605, rho = -1.463152
nSV = 316, nBSV = 295
.............*..*
optimization finished, #iter = 36135
obj = -725.272862, rho = -0.380602
nSV = 262, nBSV = 224
........................*.......................................................*.................*
optimization finished, #iter = 24622
obj = -25.535165, rho = -0.377271
nSV = 242, nBSV = 7
....*..
Warning: using -h 0 may be faster
.*.
Warning: using -h 0 may be faster
*
optimization finished, #iter = 6216
obj = -1063.622422, rho = -1.537629
nSV = 316, nBSV = 293
................*.......*.....
Warning: using -h 0 may be faster
*......
Warning: using -h 0 may be faster
*.
optimization finished, #iter = 7169
.obj = -1125.857431, rho = -1.476289
nSV = 320, nBSV = 301
...............................
Warning: using -h 0 may be faster
*...............................
Warning: using -h 0 may be faster
....*...*
optimization finished, #iter = 36848
obj = -740.576317, rho = -0.330154
nSV = 265, nBSV = 230
......*................*..........*...........*
optimization finished, #iter = 21983
.obj = -28.146993, rho = -0.378876
nSV = 243, nBSV = 8
......*
optimization finished, #iter = 87737
obj = -269.911009, rho = -0.352734
nSV = 250, nBSV = 129
..........*.....*....*
optimization finished, #iter = 82787
obj = -262.226135, rho = -0.333049
nSV = 238, nBSV = 117
.....................*..*
optimization finished, #iter = 27006
obj = -29.103188, rho = -0.377792
nSV = 245, nBSV = 9
..........................*...*...........................................*.......
Warning: using -h 0 may be faster
..*.......................*.*.
optimization finished, #iter = 34080
obj = -708.306754, rho = -0.325082
nSV = 268, nBSV = 225
*.*...*...
Warning: using -h 0 may be faster
*
optimization finished, #iter = 25385
obj = -28.286967, rho = -0.376228
nSV = 240, nBSV = 9
......*
optimization finished, #iter = 22880
obj = -26.767087, rho = -0.379929
nSV = 243, nBSV = 8
......
Warning: using -h 0 may be faster
*.............................*
optimization finished, #iter = 38192
*obj = -760.301765, rho = -0.347091
nSV = 272, nBSV = 234
......
Warning: using -h 0 may be faster
..*
optimization finished, #iter = 24052
obj = -29.966073, rho = -0.379010
nSV = 236, nBSV = 8
.........................*..*............
Warning: using -h 0 may be faster
*................*...*
optimization finished, #iter = 28597
obj = -18.576622, rho = -0.375367
nSV = 229, nBSV = 5
....*.*
optimization finished, #iter = 38049
obj = -724.243019, rho = -0.307888
nSV = 260, nBSV = 217
................................*..
Warning: using -h 0 may be faster
...*
optimization finished, #iter = 26957
obj = -29.154822, rho = -0.375971
nSV = 231, nBSV = 8
.....................*.....
Warning: using -h 0 may be faster
..*.............................
Warning: using -h 0 may be faster
....**...*.
optimization finished, #iter = 7856
obj = -8.692063, rho = -0.375289
nSV = 290, nBSV = 2
..*..........*.....................*
optimization finished, #iter = 6789
obj = -11.322358, rho = -0.379091
nSV = 295, nBSV = 3
..................*...*................*
optimization finished, #iter = 80036
obj = -265.990225, rho = -0.325770
nSV = 237, nBSV = 117
.............*.....
Warning: using -h 0 may be faster
.*
optimization finished, #iter = 25851
obj = -29.674430, rho = -0.380024
nSV = 226, nBSV = 8
.............*....*
optimization finished, #iter = 27559
obj = -30.259796, rho = -0.378443
.nSV = 246, nBSV = 9
.................................
Warning: using -h 0 may be faster
.*.*......
Warning: using -h 0 may be faster
..*.................*......*
optimization finished, #iter = 7025
obj = -11.592746, rho = -0.376716
nSV = 287, nBSV = 4
...*.
optimization finished, #iter = 93424
obj = -250.642086, rho = -0.341229
nSV = 229, nBSV = 119
.............................
Warning: using -h 0 may be faster
..
Warning: using -h 0 may be faster
*.*.
Warning: using -h 0 may be faster
.......*.............*
optimization finished, #iter = 4332
.obj = -5.361557, rho = -0.376385
nSV = 268, nBSV = 1
....*.*...*
optimization finished, #iter = 36080
obj = -748.777770, rho = -0.273011
nSV = 277, nBSV = 235
....*
optimization finished, #iter = 18456
obj = -11.715874, rho = -0.377330
nSV = 290, nBSV = 2
........*.*
optimization finished, #iter = 9816
obj = -10.860997, rho = -0.377491
nSV = 290, nBSV = 3
.........*......*..................
Warning: using -h 0 may be faster
*.....................*
optimization finished, #iter = 33750
obj = -723.344636, rho = -0.260715
nSV = 268, nBSV = 230
..........*.......*.................*.
optimization finished, #iter = 15420
obj = -11.715147, rho = -0.375906
nSV = 286, nBSV = 2
..........
Warning: using -h 0 may be faster
......*.....*
optimization finished, #iter = 14759
obj = -11.727731, rho = -0.375397
nSV = 282, nBSV = 2
........................*...
Warning: using -h 0 may be faster
*...*
optimization finished, #iter = 9832
obj = -11.675405, rho = -0.377594
nSV = 283, nBSV = 2
......*
optimization finished, #iter = 98437
obj = -254.159996, rho = -0.333277
nSV = 240, nBSV = 119
..................*...*
optimization finished, #iter = 16771
obj = -10.655115, rho = -0.375730
nSV = 292, nBSV = 2
.................
Warning: using -h 0 may be faster
*...................*
optimization finished, #iter = 31795
obj = -722.675491, rho = -0.254995
nSV = 266, nBSV = 223
.............................*........................................................*...*..................*
optimization finished, #iter = 79108
obj = -273.132858, rho = -0.356526
nSV = 247, nBSV = 124
................................*..................*
optimization finished, #iter = 89745
obj = -260.052190, rho = -0.339371
nSV = 241, nBSV = 120
....................*..........................................................*.....*
optimization finished, #iter = 87631
obj = -262.841829, rho = -0.344771
nSV = 245, nBSV = 131
...................................*..........................................................*.............*
optimization finished, #iter = 87592
obj = -262.461382, rho = -0.377731
nSV = 243, nBSV = 122
....*.................................................................*...*
optimization finished, #iter = 99830
obj = -274.677412, rho = -0.335479
nSV = 255, nBSV = 130
[LibSVM].......................*...................................*.............*
optimization finished, #iter = 70762
obj = -163.579109, rho = -0.339624
nSV = 264, nBSV = 151
Best parameters for RBF kernel: {'C': 50, 'gamma': 10}
Accuracy with the best RBF model: 88.75%
